More jobs:
ML RCA Specialist - Core Network Analytics
Job in
Plano, Collin County, Texas, 75094, USA
Listed on 2026-06-03
Listing for:
3B Staffing
Full Time
position Listed on 2026-06-03
Job specializations:
-
IT/Tech
Cybersecurity, Systems Engineer
Job Description & How to Apply Below
Location: Plano, TX OR Snoqualmie, WA (100% Onsite - Local Candidates Only)
Duration: Contract (12 Months+)
Interview Process: 2 Rounds (1 Virtual + 1 Mandatory Onsite)
Strong experience in ML-based RCA, telecom Fault Management (FM) data, alarm correlation and clustering, time-series analysis, and Packet Core network architectures.
Job Summary
Our client, a leading multinational telecommunications technology company, is seeking an experienced ML RCA Specialist to support Core Network Analytics initiatives.
This role focuses on configuring, tuning, and validating Machine Learning-based Root Cause Analysis (RCA) capabilities using Fault Management (FM) data from Packet Core networks. The position will work on embedded analytics solutions, enabling intelligent alarm correlation, clustering, and RCA insights for network operations teams.
Key Responsibilities
- Configure and fine-tune ML-based correlation and clustering models for Fault Management (FM) alarms
- Train RCA models using historical Core Network alarm data
- Develop and refine RCA signatures and parent-child alarm relationships
- Collaborate with automation teams to leverage normalized PM + FM datasets
- Validate RCA outputs with Core Network domain experts
- Improve model accuracy and minimize false positives/negatives
- Deliver RCA insights consumable by operational tools and workflows
- Support analytics in pre-production and offline environments
- Strong experience with ML-based alarm correlation and RCA techniques
- Hands-on experience with telecom Fault Management (FM) data
- Solid understanding of time-series analysis, clustering, and statistical correlation
- Knowledge of Packet Core architectures and failure scenarios
- Experience working in network analytics / telecom environments
- Experience in Service Assurance / Network Assurance / AIOps
- Exposure to Nokia Core Network platforms and alarm models
- Background in telecom analytics or RCA solution delivery
- Familiarity with performance management (PM) data integration
- This is a hands-on, project-based role supporting core network analytics initiatives
- Must be comfortable working onsite full-time
- OPT candidates are welcome
To View & Apply for jobs on this site that accept applications from your location or country, tap the button below to make a Search.
(If this job is in fact in your jurisdiction, then you may be using a Proxy or VPN to access this site, and to progress further, you should change your connectivity to another mobile device or PC).
(If this job is in fact in your jurisdiction, then you may be using a Proxy or VPN to access this site, and to progress further, you should change your connectivity to another mobile device or PC).
Search for further Jobs Here:
×